Dependency-aware Maximum Likelihood Estimation for Active Learning

Beyza Kalkanli, Tales Imbiriba, Stratis Ioannidis +2

Active learning aims to efficiently build a labeled training set by strategically selecting samples to query labels from annotators. In this sequential process, each sample acquisi…